41 citations · 229 across the 71 of their papers we have counts for
4 papers · 1 filter
Federated Semi-Supervised Domain Adaptation via Knowledge Transfer
Madhureeta Das, Xianhao Chen, Xiaoyong Yuan +1
Given the rapidly changing machine learning environments and expensive data labeling, semi-supervised domain adaptation (SSDA) is imperative when the labeled data from the source d…
Towards Robust On-Ramp Merging via Augmented Multimodal Reinforcement Learning
Gaurav Bagwe, Jian Li, Xiaoyong Yuan +1
Despite the success of AI-enabled onboard perception, on-ramp merging has been one of the main challenges for autonomous driving. Due to limited sensing range of onboard sensors, a…
Actions at the Edge: Jointly Optimizing the Resources in Multi-access Edge Computing
Yiqin Deng, Xianhao Chen, Guangyu Zhu +3
Multi-access edge computing (MEC) is an emerging paradigm that pushes resources for sensing, communications, computing, storage and intelligence (SCCSI) to the premises closer to t…
From Resource Auction to Service Auction: An Auction Paradigm Shift in Wireless Networks
Xianhao Chen, Yiqin Deng, Guangyu Zhu +2
In 5G and beyond, the newly emerging services, such as edge computing/intelligence services, may demand the provision of heterogeneous communications, computing, and storage (CCS)…